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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,932 papers · 148 categories

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0111 · Jun 201919922001200920172026
1 result for “peak-to-noise-ratio”
Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networkseess.AS

New method separates and deconvolves signals from single-channel mixtures.

problem Separating and deconvolving individual sources from a single-channel mixture.
method Synthesizing-decomposition (S-D) approach using GAN for sources and optimization for filters and sources.
result Achieves PSNR improvements over existing methods in various tasks.
signal separationdeconvolutiongenerative adversarial networkssingle-channelpeak-to-noise-ratio
2019-06-14abs ↗pdf ↗